Color-Based Iris Verification
- Cite this paper as:
- Krichen E., Chenafa M., Garcia-Salicetti S., Dorizzi B. (2007) Color-Based Iris Verification. In: Lee SW., Li S.Z. (eds) Advances in Biometrics. ICB 2007. Lecture Notes in Computer Science, vol 4642. Springer, Berlin, Heidelberg
In this paper we propose a novel iris recognition method for iris images acquired under normal light illumination. We exploit the color information as we compare the distributions of common colors between a reference image and a test image using a modified Hausdorff distance. Tests have been made on the UBIRIS public database and on the IRIS_INT database acquired by our team. Comparisons with two iris reference systems in controlled scenario show a significant improvement when using color information instead of texture information. On uncontrolled scenarios, we propose a quality measure on colors in order to select good images from bad ones in the comparison process.
KeywordsIris recognition Hausdorff distance quality measure Gaussian Mixture Models
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